Table of contents
1
Gaussian response
1.1
Low imbalance
1.1.1
Residuals
1.1.2
PPC: performance metrics
1.1.3
PPC: performance differences vs. EGP
1.2
High imbalance
1.2.1
Residuals
1.2.2
PPC: performance metrics
1.2.3
PPC: performance differences vs. EGP
2
Tweedie response
2.1
Low imbalance
2.1.1
Residuals
2.1.2
PPC: performance metrics
2.1.3
PPC: performance differences vs. EGP
2.2
High imbalance
2.2.1
Residuals
2.2.2
PPC: performance metrics
2.2.3
PPC: performance differences vs. EGP
3
Binary response
3.1
Low imbalance
3.1.1
Residuals
3.1.2
PPC: performance metrics
3.1.3
PPC: performance differences vs. EGP
3.2
High imbalance
3.2.1
Residuals
3.2.2
PPC: performance metrics
3.2.3
PPC: performance differences vs. EGP
Comparison of predictions - multiple models
Author
Daniel Schoenig
Date
2023-08-18
1
Gaussian response
1.1
Low imbalance
1.1.1
Residuals
1.1.2
PPC: performance metrics
1.1.3
PPC: performance differences vs. EGP
1.2
High imbalance
1.2.1
Residuals
1.2.2
PPC: performance metrics
1.2.3
PPC: performance differences vs. EGP
2
Tweedie response
2.1
Low imbalance
2.1.1
Residuals
2.1.2
PPC: performance metrics
2.1.3
PPC: performance differences vs. EGP
2.2
High imbalance
2.2.1
Residuals
2.2.2
PPC: performance metrics
2.2.3
PPC: performance differences vs. EGP
3
Binary response
3.1
Low imbalance
3.1.1
Residuals
3.1.2
PPC: performance metrics
3.1.3
PPC: performance differences vs. EGP
3.2
High imbalance
3.2.1
Residuals
3.2.2
PPC: performance metrics
3.2.3
PPC: performance differences vs. EGP